Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 2460 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 269.2 KiB |
| Average record size in memory | 112.1 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 4 |
away_team_hits is highly overall correlated with away_team_runs | High correlation |
away_team_runs is highly overall correlated with away_team_hits | High correlation |
home_team_hits is highly overall correlated with home_team_runs | High correlation |
home_team_runs is highly overall correlated with home_team_hits | High correlation |
start_time is highly overall correlated with game_type | High correlation |
game_type is highly overall correlated with start_time and 2 other fields | High correlation |
home_team is highly overall correlated with game_type and 1 other fields | High correlation |
venue is highly overall correlated with game_type and 1 other fields | High correlation |
away_team is uniformly distributed | Uniform |
home_team is uniformly distributed | Uniform |
away_team_errors has 1407 (57.2%) zeros | Zeros |
away_team_runs has 156 (6.3%) zeros | Zeros |
date has 277 (11.3%) zeros | Zeros |
home_team_errors has 1416 (57.6%) zeros | Zeros |
home_team_runs has 130 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-03 19:34:09.878385 |
|---|---|
| Analysis finished | 2023-02-03 19:34:28.458657 |
| Duration | 18.58 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
attendance
Real number (ℝ)
| Distinct | 2374 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30370.704 |
| Minimum | 8766 |
|---|---|
| Maximum | 54449 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 8766 |
|---|---|
| 5-th percentile | 13971.15 |
| Q1 | 22432 |
| median | 30604.5 |
| Q3 | 38396.25 |
| 95-th percentile | 45624.1 |
| Maximum | 54449 |
| Range | 45683 |
| Interquartile range (IQR) | 15964.25 |
Descriptive statistics
| Standard deviation | 9875.4667 |
|---|---|
| Coefficient of variation (CV) | 0.32516424 |
| Kurtosis | -0.90285907 |
| Mean | 30370.704 |
| Median Absolute Deviation (MAD) | 8006 |
| Skewness | -0.052483633 |
| Sum | 74711931 |
| Variance | 97524843 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27631 | 3 | 0.1% |
| 41210 | 2 | 0.1% |
| 41850 | 2 | 0.1% |
| 13481 | 2 | 0.1% |
| 44317 | 2 | 0.1% |
| 34294 | 2 | 0.1% |
| 39691 | 2 | 0.1% |
| 36544 | 2 | 0.1% |
| 22230 | 2 | 0.1% |
| 26087 | 2 | 0.1% |
| Other values (2364) | 2439 |
| Value | Count | Frequency (%) |
| 8766 | 1 | |
| 9393 | 1 | |
| 9890 | 1 | |
| 10068 | 1 | |
| 10072 | 1 | |
| 10114 | 1 | |
| 10115 | 1 | |
| 10117 | 1 | |
| 10251 | 1 | |
| 10283 | 1 |
| Value | Count | Frequency (%) |
| 54449 | 2 | |
| 54269 | 1 | |
| 53901 | 1 | |
| 53621 | 1 | |
| 53449 | 1 | |
| 53409 | 1 | |
| 53299 | 1 | |
| 53297 | 1 | |
| 53279 | 1 | |
| 52728 | 1 |
away_team
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| Chicago Cubs | 90 |
|---|---|
| Los Angeles Dodgers | 87 |
| Cleveland Indians | 86 |
| Toronto Blue Jays | 85 |
| San Francisco Giants | 84 |
| Other values (25) |
Length
| Max length | 29 |
|---|---|
| Median length | 19 |
| Mean length | 16.694309 |
| Min length | 12 |
Characters and Unicode
| Total characters | 41068 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New York Mets |
|---|---|
| 2nd row | Philadelphia Phillies |
| 3rd row | Minnesota Twins |
| 4th row | Washington Nationals |
| 5th row | Colorado Rockies |
Common Values
| Value | Count | Frequency (%) |
| Chicago Cubs | 90 | 3.7% |
| Los Angeles Dodgers | 87 | 3.5% |
| Cleveland Indians | 86 | 3.5% |
| Toronto Blue Jays | 85 | 3.5% |
| San Francisco Giants | 84 | 3.4% |
| Boston Red Sox | 83 | 3.4% |
| Washington Nationals | 83 | 3.4% |
| Baltimore Orioles | 82 | 3.3% |
| Texas Rangers | 82 | 3.3% |
| Cincinnati Reds | 81 | 3.3% |
| Other values (20) | 1617 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| chicago | 171 | 2.8% |
| angeles | 168 | 2.8% |
| los | 168 | 2.8% |
| san | 165 | 2.7% |
| sox | 164 | 2.7% |
| new | 161 | 2.7% |
| york | 161 | 2.7% |
| cubs | 90 | 1.5% |
| dodgers | 87 | 1.4% |
| cleveland | 86 | 1.4% |
| Other values (57) | 4646 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3762 | 9.2% |
| 3607 | 8.8% | |
| s | 3530 | 8.6% |
| e | 3275 | 8.0% |
| i | 3021 | 7.4% |
| o | 2800 | 6.8% |
| n | 2714 | 6.6% |
| t | 2035 | 5.0% |
| r | 1876 | 4.6% |
| l | 1804 | 4.4% |
| Other values (36) | 12644 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31395 | |
| Uppercase Letter | 5986 | 14.6% |
| Space Separator | 3607 | 8.8% |
| Other Punctuation | 80 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3762 | |
| s | 3530 | |
| e | 3275 | |
| i | 3021 | |
| o | 2800 | |
| n | 2714 | |
| t | 2035 | 6.5% |
| r | 1876 | 6.0% |
| l | 1804 | 5.7% |
| g | 915 | 2.9% |
| Other values (14) | 5663 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 670 | |
| A | 653 | |
| B | 492 | 8.2% |
| S | 490 | 8.2% |
| R | 489 | 8.2% |
| M | 485 | 8.1% |
| T | 410 | 6.8% |
| P | 405 | 6.8% |
| D | 330 | 5.5% |
| L | 248 | 4.1% |
| Other values (10) | 1314 |
Space Separator
| Value | Count | Frequency (%) |
| 3607 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 80 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37381 | |
| Common | 3687 | 9.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3762 | 10.1% |
| s | 3530 | 9.4% |
| e | 3275 | 8.8% |
| i | 3021 | 8.1% |
| o | 2800 | 7.5% |
| n | 2714 | 7.3% |
| t | 2035 | 5.4% |
| r | 1876 | 5.0% |
| l | 1804 | 4.8% |
| g | 915 | 2.4% |
| Other values (34) | 11649 |
Common
| Value | Count | Frequency (%) |
| 3607 | ||
| . | 80 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41068 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3762 | 9.2% |
| 3607 | 8.8% | |
| s | 3530 | 8.6% |
| e | 3275 | 8.0% |
| i | 3021 | 7.4% |
| o | 2800 | 6.8% |
| n | 2714 | 6.6% |
| t | 2035 | 5.0% |
| r | 1876 | 4.6% |
| l | 1804 | 4.4% |
| Other values (36) | 12644 |
away_team_errors
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5800813 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1407 |
| Zeros (%) | 57.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.79322671 |
|---|---|
| Coefficient of variation (CV) | 1.3674406 |
| Kurtosis | 2.1811828 |
| Mean | 0.5800813 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4582673 |
| Sum | 1427 |
| Variance | 0.62920861 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1407 | |
| 1 | 765 | |
| 2 | 215 | 8.7% |
| 3 | 61 | 2.5% |
| 4 | 11 | 0.4% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1407 | |
| 1 | 765 | |
| 2 | 215 | 8.7% |
| 3 | 61 | 2.5% |
| 4 | 11 | 0.4% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 11 | 0.4% |
| 3 | 61 | 2.5% |
| 2 | 215 | 8.7% |
| 1 | 765 | |
| 0 | 1407 |
away_team_hits
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7670732 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5126873 |
|---|---|
| Coefficient of variation (CV) | 0.40066819 |
| Kurtosis | 0.13926584 |
| Mean | 8.7670732 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.51233243 |
| Sum | 21567 |
| Variance | 12.338972 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 9 | 293 | |
| 7 | 287 | |
| 8 | 275 | |
| 10 | 238 | |
| 6 | 225 | |
| 5 | 197 | |
| 11 | 194 | |
| 4 | 135 | 5.5% |
| 12 | 132 | 5.4% |
| 13 | 113 | 4.6% |
| Other values (12) | 371 |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.3% |
| 2 | 26 | 1.1% |
| 3 | 83 | 3.4% |
| 4 | 135 | |
| 5 | 197 | |
| 6 | 225 | |
| 7 | 287 | |
| 8 | 275 | |
| 9 | 293 | |
| 10 | 238 |
| Value | Count | Frequency (%) |
| 22 | 4 | 0.2% |
| 21 | 1 | < 0.1% |
| 20 | 2 | 0.1% |
| 19 | 12 | 0.5% |
| 18 | 15 | 0.6% |
| 17 | 28 | 1.1% |
| 16 | 40 | 1.6% |
| 15 | 66 | |
| 14 | 87 | |
| 13 | 113 |
away_team_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4150407 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 156 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1053905 |
|---|---|
| Coefficient of variation (CV) | 0.70336622 |
| Kurtosis | 1.0089307 |
| Mean | 4.4150407 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.93889878 |
| Sum | 10861 |
| Variance | 9.64345 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 3 | 347 | |
| 2 | 340 | |
| 4 | 308 | |
| 5 | 272 | |
| 1 | 265 | |
| 6 | 217 | |
| 7 | 179 | |
| 0 | 156 | |
| 8 | 115 | 4.7% |
| 9 | 85 | 3.5% |
| Other values (10) | 176 |
| Value | Count | Frequency (%) |
| 0 | 156 | |
| 1 | 265 | |
| 2 | 340 | |
| 3 | 347 | |
| 4 | 308 | |
| 5 | 272 | |
| 6 | 217 | |
| 7 | 179 | |
| 8 | 115 | 4.7% |
| 9 | 85 | 3.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 5 | 0.2% |
| 15 | 10 | 0.4% |
| 14 | 7 | 0.3% |
| 13 | 21 | 0.9% |
| 12 | 25 | 1.0% |
| 11 | 36 | |
| 10 | 69 |
date
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1642276 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 277 |
| Zeros (%) | 11.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9971159 |
|---|---|
| Coefficient of variation (CV) | 0.63115429 |
| Kurtosis | -1.2941421 |
| Mean | 3.1642276 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.07904305 |
| Sum | 7784 |
| Variance | 3.9884717 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 5 | 396 | |
| 4 | 394 | |
| 6 | 392 | |
| 2 | 379 | |
| 1 | 374 | |
| 0 | 277 | |
| 3 | 248 |
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 374 | |
| 2 | 379 | |
| 3 | 248 | |
| 4 | 394 | |
| 5 | 396 | |
| 6 | 392 |
| Value | Count | Frequency (%) |
| 6 | 392 | |
| 5 | 396 | |
| 4 | 394 | |
| 3 | 248 | |
| 2 | 379 | |
| 1 | 374 | |
| 0 | 277 |
game_duration
Real number (ℝ)
| Distinct | 168 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 203.03285 |
| Minimum | 84 |
|---|---|
| Maximum | 389.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 166.4 |
| Q1 | 186.4 |
| median | 200 |
| Q3 | 212.8 |
| 95-th percentile | 255.2 |
| Maximum | 389.6 |
| Range | 305.6 |
| Interquartile range (IQR) | 26.4 |
Descriptive statistics
| Standard deviation | 28.071184 |
|---|---|
| Coefficient of variation (CV) | 0.13825932 |
| Kurtosis | 5.5423233 |
| Mean | 203.03285 |
| Median Absolute Deviation (MAD) | 13.6 |
| Skewness | 1.4872889 |
| Sum | 499460.8 |
| Variance | 787.99137 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 208 | 55 | 2.2% |
| 209.6 | 54 | 2.2% |
| 180 | 53 | 2.2% |
| 206.4 | 51 | 2.1% |
| 192.8 | 47 | 1.9% |
| 186.4 | 47 | 1.9% |
| 184.8 | 46 | 1.9% |
| 188 | 46 | 1.9% |
| 203.2 | 45 | 1.8% |
| 191.2 | 45 | 1.8% |
| Other values (158) | 1971 |
| Value | Count | Frequency (%) |
| 84 | 1 | < 0.1% |
| 123.2 | 1 | < 0.1% |
| 129.6 | 1 | < 0.1% |
| 131.2 | 1 | < 0.1% |
| 132.8 | 2 | |
| 136 | 4 | |
| 137.6 | 3 | |
| 139.2 | 3 | |
| 140.8 | 2 | |
| 142.4 | 2 |
| Value | Count | Frequency (%) |
| 389.6 | 1 | |
| 380.8 | 1 | |
| 376.8 | 1 | |
| 375.2 | 1 | |
| 354.4 | 1 | |
| 341.6 | 1 | |
| 340 | 2 | |
| 336.8 | 1 | |
| 332.8 | 1 | |
| 331.2 | 1 |
game_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| Night Game, on grass | |
|---|---|
| Day Game, on grass | |
| Night Game, on turf | 104 |
| Day Game, on turf | 63 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.284959 |
| Min length | 17 |
Characters and Unicode
| Total characters | 47441 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Night Game, on grass |
|---|---|
| 2nd row | Night Game, on grass |
| 3rd row | Night Game, on grass |
| 4th row | Night Game, on grass |
| 5th row | Day Game, on grass |
Common Values
| Value | Count | Frequency (%) |
| Night Game, on grass | 1560 | |
| Day Game, on grass | 733 | |
| Night Game, on turf | 104 | 4.2% |
| Day Game, on turf | 63 | 2.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| game | 2460 | |
| on | 2460 | |
| grass | 2293 | |
| night | 1664 | |
| day | 796 | 8.1% |
| turf | 167 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7380 | ||
| a | 5549 | |
| s | 4586 | |
| g | 3957 | 8.3% |
| e | 2460 | 5.2% |
| n | 2460 | 5.2% |
| G | 2460 | 5.2% |
| m | 2460 | 5.2% |
| r | 2460 | 5.2% |
| , | 2460 | 5.2% |
| Other values (9) | 11209 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 32681 | |
| Space Separator | 7380 | 15.6% |
| Uppercase Letter | 4920 | 10.4% |
| Other Punctuation | 2460 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 5549 | |
| s | 4586 | |
| g | 3957 | |
| e | 2460 | |
| n | 2460 | |
| m | 2460 | |
| r | 2460 | |
| o | 2460 | |
| t | 1831 | 5.6% |
| i | 1664 | 5.1% |
| Other values (4) | 2794 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2460 | |
| N | 1664 | |
| D | 796 | 16.2% |
Space Separator
| Value | Count | Frequency (%) |
| 7380 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37601 | |
| Common | 9840 | 20.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 5549 | |
| s | 4586 | |
| g | 3957 | |
| e | 2460 | 6.5% |
| n | 2460 | 6.5% |
| G | 2460 | 6.5% |
| m | 2460 | 6.5% |
| r | 2460 | 6.5% |
| o | 2460 | 6.5% |
| t | 1831 | 4.9% |
| Other values (7) | 6918 |
Common
| Value | Count | Frequency (%) |
| 7380 | ||
| , | 2460 | 25.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47441 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7380 | ||
| a | 5549 | |
| s | 4586 | |
| g | 3957 | 8.3% |
| e | 2460 | 5.2% |
| n | 2460 | 5.2% |
| G | 2460 | 5.2% |
| m | 2460 | 5.2% |
| r | 2460 | 5.2% |
| , | 2460 | 5.2% |
| Other values (9) | 11209 |
home_team
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 30 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| Cleveland Indians | 89 |
|---|---|
| Chicago Cubs | 89 |
| Los Angeles Dodgers | 86 |
| Toronto Blue Jays | 86 |
| Washington Nationals | 84 |
| Other values (25) |
Length
| Max length | 29 |
|---|---|
| Median length | 19 |
| Mean length | 16.695528 |
| Min length | 12 |
Characters and Unicode
| Total characters | 41071 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Kansas City Royals |
|---|---|
| 2nd row | Cincinnati Reds |
| 3rd row | Baltimore Orioles |
| 4th row | Atlanta Braves |
| 5th row | Arizona Diamondbacks |
Common Values
| Value | Count | Frequency (%) |
| Cleveland Indians | 89 | 3.6% |
| Chicago Cubs | 89 | 3.6% |
| Los Angeles Dodgers | 86 | 3.5% |
| Toronto Blue Jays | 86 | 3.5% |
| Washington Nationals | 84 | 3.4% |
| Texas Rangers | 83 | 3.4% |
| San Francisco Giants | 83 | 3.4% |
| Boston Red Sox | 82 | 3.3% |
| Kansas City Royals | 81 | 3.3% |
| Cincinnati Reds | 81 | 3.3% |
| Other values (20) | 1616 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| chicago | 169 | 2.8% |
| los | 167 | 2.8% |
| angeles | 167 | 2.8% |
| san | 164 | 2.7% |
| sox | 162 | 2.7% |
| new | 162 | 2.7% |
| york | 162 | 2.7% |
| indians | 89 | 1.5% |
| cleveland | 89 | 1.5% |
| cubs | 89 | 1.5% |
| Other values (57) | 4646 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3770 | 9.2% |
| 3606 | 8.8% | |
| s | 3530 | 8.6% |
| e | 3277 | 8.0% |
| i | 3014 | 7.3% |
| o | 2795 | 6.8% |
| n | 2724 | 6.6% |
| t | 2033 | 4.9% |
| r | 1872 | 4.6% |
| l | 1810 | 4.4% |
| Other values (36) | 12640 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31399 | |
| Uppercase Letter | 5985 | 14.6% |
| Space Separator | 3606 | 8.8% |
| Other Punctuation | 81 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3770 | |
| s | 3530 | |
| e | 3277 | |
| i | 3014 | |
| o | 2795 | |
| n | 2724 | |
| t | 2033 | 6.5% |
| r | 1872 | 6.0% |
| l | 1810 | 5.8% |
| d | 913 | 2.9% |
| Other values (14) | 5661 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 671 | |
| A | 653 | |
| B | 492 | 8.2% |
| R | 489 | 8.2% |
| S | 488 | 8.2% |
| M | 484 | 8.1% |
| T | 411 | 6.9% |
| P | 403 | 6.7% |
| D | 328 | 5.5% |
| L | 248 | 4.1% |
| Other values (10) | 1318 |
Space Separator
| Value | Count | Frequency (%) |
| 3606 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 81 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37384 | |
| Common | 3687 | 9.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3770 | 10.1% |
| s | 3530 | 9.4% |
| e | 3277 | 8.8% |
| i | 3014 | 8.1% |
| o | 2795 | 7.5% |
| n | 2724 | 7.3% |
| t | 2033 | 5.4% |
| r | 1872 | 5.0% |
| l | 1810 | 4.8% |
| d | 913 | 2.4% |
| Other values (34) | 11646 |
Common
| Value | Count | Frequency (%) |
| 3606 | ||
| . | 81 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41071 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3770 | 9.2% |
| 3606 | 8.8% | |
| s | 3530 | 8.6% |
| e | 3277 | 8.0% |
| i | 3014 | 7.3% |
| o | 2795 | 6.8% |
| n | 2724 | 6.6% |
| t | 2033 | 4.9% |
| r | 1872 | 4.6% |
| l | 1810 | 4.4% |
| Other values (36) | 12640 |
home_team_errors
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58617886 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1416 |
| Zeros (%) | 57.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.80581712 |
|---|---|
| Coefficient of variation (CV) | 1.3746949 |
| Kurtosis | 2.0546943 |
| Mean | 0.58617886 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4410193 |
| Sum | 1442 |
| Variance | 0.64934123 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 1 | 732 | |
| 2 | 241 | 9.8% |
| 3 | 57 | 2.3% |
| 4 | 13 | 0.5% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 1 | 732 | |
| 2 | 241 | 9.8% |
| 3 | 57 | 2.3% |
| 4 | 13 | 0.5% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 13 | 0.5% |
| 3 | 57 | 2.3% |
| 2 | 241 | 9.8% |
| 1 | 732 | |
| 0 | 1416 |
home_team_hits
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6113821 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4386792 |
|---|---|
| Coefficient of variation (CV) | 0.39931792 |
| Kurtosis | 0.18147362 |
| Mean | 8.6113821 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.47623304 |
| Sum | 21184 |
| Variance | 11.824515 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 8 | 294 | |
| 7 | 275 | |
| 9 | 274 | |
| 6 | 257 | |
| 10 | 236 | |
| 11 | 194 | |
| 5 | 184 | |
| 12 | 165 | |
| 4 | 151 | |
| 13 | 96 | 3.9% |
| Other values (13) | 334 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 12 | 0.5% |
| 2 | 33 | 1.3% |
| 3 | 72 | 2.9% |
| 4 | 151 | |
| 5 | 184 | |
| 6 | 257 | |
| 7 | 275 | |
| 8 | 294 | |
| 9 | 274 |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 21 | 3 | 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 10 | 0.4% |
| 18 | 17 | 0.7% |
| 17 | 28 | 1.1% |
| 16 | 31 | 1.3% |
| 15 | 36 | 1.5% |
| 14 | 89 | |
| 13 | 96 |
home_team_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5203252 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 130 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1125024 |
|---|---|
| Coefficient of variation (CV) | 0.68855719 |
| Kurtosis | 0.83058099 |
| Mean | 4.5203252 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.92009549 |
| Sum | 11120 |
| Variance | 9.6876713 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 3 | 354 | |
| 2 | 312 | |
| 4 | 305 | |
| 5 | 301 | |
| 1 | 273 | |
| 6 | 207 | |
| 7 | 190 | |
| 0 | 130 | 5.3% |
| 8 | 130 | 5.3% |
| 9 | 79 | 3.2% |
| Other values (8) | 179 |
| Value | Count | Frequency (%) |
| 0 | 130 | 5.3% |
| 1 | 273 | |
| 2 | 312 | |
| 3 | 354 | |
| 4 | 305 | |
| 5 | 301 | |
| 6 | 207 | |
| 7 | 190 | |
| 8 | 130 | 5.3% |
| 9 | 79 | 3.2% |
| Value | Count | Frequency (%) |
| 17 | 4 | 0.2% |
| 16 | 5 | 0.2% |
| 15 | 4 | 0.2% |
| 14 | 16 | 0.7% |
| 13 | 26 | 1.1% |
| 12 | 33 | 1.3% |
| 11 | 37 | 1.5% |
| 10 | 54 | |
| 9 | 79 | |
| 8 | 130 |
start_time
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.044715 |
| Minimum | 11 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 13 |
| median | 19 |
| Q3 | 19 |
| 95-th percentile | 19 |
| Maximum | 21 |
| Range | 10 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.7123954 |
|---|---|
| Coefficient of variation (CV) | 0.1591341 |
| Kurtosis | -1.1237023 |
| Mean | 17.044715 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.82212624 |
| Sum | 41930 |
| Variance | 7.3570888 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 19 | 1347 | |
| 13 | 515 | 20.9% |
| 18 | 235 | 9.6% |
| 12 | 124 | 5.0% |
| 16 | 78 | 3.2% |
| 14 | 42 | 1.7% |
| 20 | 41 | 1.7% |
| 15 | 35 | 1.4% |
| 17 | 35 | 1.4% |
| 21 | 6 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 2 | 0.1% |
| 12 | 124 | 5.0% |
| 13 | 515 | 20.9% |
| 14 | 42 | 1.7% |
| 15 | 35 | 1.4% |
| 16 | 78 | 3.2% |
| 17 | 35 | 1.4% |
| 18 | 235 | 9.6% |
| 19 | 1347 | |
| 20 | 41 | 1.7% |
| Value | Count | Frequency (%) |
| 21 | 6 | 0.2% |
| 20 | 41 | 1.7% |
| 19 | 1347 | |
| 18 | 235 | 9.6% |
| 17 | 35 | 1.4% |
| 16 | 78 | 3.2% |
| 15 | 35 | 1.4% |
| 14 | 42 | 1.7% |
| 13 | 515 | 20.9% |
| 12 | 124 | 5.0% |
venue
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| Progressive Field | 89 |
|---|---|
| Wrigley Field | 89 |
| Dodger Stadium | 86 |
| Rogers Centre | 86 |
| Nationals Park | 84 |
| Other values (26) |
Length
| Max length | 32 |
|---|---|
| Median length | 20 |
| Mean length | 16.528049 |
| Min length | 9 |
Characters and Unicode
| Total characters | 40659 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Kauffman Stadium |
|---|---|
| 2nd row | Great American Ball Park |
| 3rd row | Oriole Park at Camden Yards |
| 4th row | Turner Field |
| 5th row | Chase Field |
Common Values
| Value | Count | Frequency (%) |
| Progressive Field | 89 | 3.6% |
| Wrigley Field | 89 | 3.6% |
| Dodger Stadium | 86 | 3.5% |
| Rogers Centre | 86 | 3.5% |
| Nationals Park | 84 | 3.4% |
| Globe Life Park in Arlington | 83 | 3.4% |
| AT&T Park | 83 | 3.4% |
| Fenway Park | 82 | 3.3% |
| Kauffman Stadium | 81 | 3.3% |
| Great American Ball Park | 81 | 3.3% |
| Other values (21) | 1616 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| park | 1059 | 17.0% |
| field | 824 | 13.2% |
| stadium | 410 | 6.6% |
| iii | 162 | 2.6% |
| progressive | 89 | 1.4% |
| wrigley | 89 | 1.4% |
| rogers | 86 | 1.4% |
| centre | 86 | 1.4% |
| dodger | 86 | 1.4% |
| nationals | 84 | 1.4% |
| Other values (42) | 3247 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6222 | ||
| a | 3661 | 9.0% |
| e | 3300 | 8.1% |
| i | 2877 | 7.1% |
| r | 2717 | 6.7% |
| l | 2212 | 5.4% |
| d | 1725 | 4.2% |
| n | 1633 | 4.0% |
| o | 1321 | 3.2% |
| t | 1312 | 3.2% |
| Other values (36) | 13679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27325 | |
| Uppercase Letter | 6788 | 16.7% |
| Space Separator | 6222 | 15.3% |
| Other Punctuation | 243 | 0.6% |
| Dash Punctuation | 81 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3661 | |
| e | 3300 | |
| i | 2877 | |
| r | 2717 | |
| l | 2212 | |
| d | 1725 | 6.3% |
| n | 1633 | 6.0% |
| o | 1321 | 4.8% |
| t | 1312 | 4.8% |
| k | 1302 | 4.8% |
| Other values (13) | 5265 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1309 | |
| F | 907 | |
| C | 893 | |
| S | 571 | |
| A | 490 | 7.2% |
| I | 486 | 7.2% |
| T | 408 | 6.0% |
| M | 323 | 4.8% |
| B | 244 | 3.6% |
| N | 164 | 2.4% |
| Other values (9) | 993 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 160 | |
| & | 83 |
Space Separator
| Value | Count | Frequency (%) |
| 6222 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 81 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34113 | |
| Common | 6546 | 16.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3661 | 10.7% |
| e | 3300 | 9.7% |
| i | 2877 | 8.4% |
| r | 2717 | 8.0% |
| l | 2212 | 6.5% |
| d | 1725 | 5.1% |
| n | 1633 | 4.8% |
| o | 1321 | 3.9% |
| t | 1312 | 3.8% |
| P | 1309 | 3.8% |
| Other values (32) | 12046 |
Common
| Value | Count | Frequency (%) |
| 6222 | ||
| . | 160 | 2.4% |
| & | 83 | 1.3% |
| - | 81 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40659 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6222 | ||
| a | 3661 | 9.0% |
| e | 3300 | 8.1% |
| i | 2877 | 7.1% |
| r | 2717 | 6.7% |
| l | 2212 | 5.4% |
| d | 1725 | 4.2% |
| n | 1633 | 4.0% |
| o | 1321 | 3.2% |
| t | 1312 | 3.2% |
| Other values (36) | 13679 |
| attendance | away_team_errors | away_team_hits | away_team_runs | date | game_duration | home_team_errors | home_team_hits | home_team_runs | start_time | away_team | game_type | home_team | venue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| attendance | 1.000 | 0.018 | -0.042 | -0.049 | 0.250 | 0.051 | -0.018 | 0.001 | 0.024 | -0.101 | 0.119 | 0.271 | 0.425 | 0.426 |
| away_team_errors | 0.018 | 1.000 | 0.033 | 0.047 | 0.041 | 0.105 | 0.005 | 0.145 | 0.206 | 0.014 | 0.033 | 0.000 | 0.000 | 0.000 |
| away_team_hits | -0.042 | 0.033 | 1.000 | 0.759 | -0.027 | 0.406 | 0.166 | 0.101 | 0.046 | -0.016 | 0.000 | 0.000 | 0.067 | 0.067 |
| away_team_runs | -0.049 | 0.047 | 0.759 | 1.000 | -0.020 | 0.372 | 0.257 | 0.087 | 0.035 | -0.012 | 0.030 | 0.000 | 0.064 | 0.062 |
| date | 0.250 | 0.041 | -0.027 | -0.020 | 1.000 | 0.010 | -0.004 | 0.020 | 0.003 | -0.423 | 0.000 | 0.356 | 0.000 | 0.000 |
| game_duration | 0.051 | 0.105 | 0.406 | 0.372 | 0.010 | 1.000 | 0.143 | 0.299 | 0.207 | -0.020 | 0.023 | 0.030 | 0.064 | 0.061 |
| home_team_errors | -0.018 | 0.005 | 0.166 | 0.257 | -0.004 | 0.143 | 1.000 | -0.019 | -0.010 | -0.025 | 0.036 | 0.000 | 0.049 | 0.046 |
| home_team_hits | 0.001 | 0.145 | 0.101 | 0.087 | 0.020 | 0.299 | -0.019 | 1.000 | 0.747 | -0.034 | 0.040 | 0.000 | 0.060 | 0.059 |
| home_team_runs | 0.024 | 0.206 | 0.046 | 0.035 | 0.003 | 0.207 | -0.010 | 0.747 | 1.000 | -0.003 | 0.008 | 0.027 | 0.038 | 0.034 |
| start_time | -0.101 | 0.014 | -0.016 | -0.012 | -0.423 | -0.020 | -0.025 | -0.034 | -0.003 | 1.000 | 0.044 | 0.580 | 0.243 | 0.248 |
| away_team | 0.119 | 0.033 | 0.000 | 0.030 | 0.000 | 0.023 | 0.036 | 0.040 | 0.008 | 0.044 | 1.000 | 0.136 | 0.179 | 0.179 |
| game_type | 0.271 | 0.000 | 0.000 | 0.000 | 0.356 | 0.030 | 0.000 | 0.000 | 0.027 | 0.580 | 0.136 | 1.000 | 0.574 | 0.574 |
| home_team | 0.425 | 0.000 | 0.067 | 0.064 | 0.000 | 0.064 | 0.049 | 0.060 | 0.038 | 0.243 | 0.179 | 0.574 | 1.000 | 1.000 |
| venue | 0.426 | 0.000 | 0.067 | 0.062 | 0.000 | 0.061 | 0.046 | 0.059 | 0.034 | 0.248 | 0.179 | 0.574 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| attendance | away_team | away_team_errors | away_team_hits | away_team_runs | date | game_duration | game_type | home_team | home_team_errors | home_team_hits | home_team_runs | start_time | venue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 40030 | New York Mets | 1 | 7 | 3 | 6 | 200.8 | Night Game, on grass | Kansas City Royals | 0 | 9 | 4 | 19 | Kauffman Stadium |
| 1 | 21621 | Philadelphia Phillies | 0 | 5 | 2 | 2 | 156.8 | Night Game, on grass | Cincinnati Reds | 0 | 8 | 3 | 19 | Great American Ball Park |
| 2 | 12622 | Minnesota Twins | 0 | 5 | 2 | 2 | 197.6 | Night Game, on grass | Baltimore Orioles | 0 | 9 | 4 | 19 | Oriole Park at Camden Yards |
| 3 | 18531 | Washington Nationals | 0 | 8 | 3 | 2 | 204.8 | Night Game, on grass | Atlanta Braves | 1 | 8 | 1 | 19 | Turner Field |
| 4 | 18572 | Colorado Rockies | 1 | 8 | 4 | 2 | 182.4 | Day Game, on grass | Arizona Diamondbacks | 0 | 8 | 3 | 12 | Chase Field |
| 5 | 28386 | Seattle Mariners | 1 | 11 | 10 | 1 | 228.0 | Night Game, on grass | Texas Rangers | 1 | 7 | 2 | 19 | Globe Life Park in Arlington |
| 6 | 12757 | Toronto Blue Jays | 0 | 9 | 2 | 1 | 191.2 | Night Game, on turf | Tampa Bay Rays | 1 | 7 | 3 | 19 | Tropicana Field |
| 7 | 28329 | Los Angeles Dodgers | 0 | 6 | 3 | 1 | 177.6 | Night Game, on grass | San Diego Padres | 1 | 2 | 0 | 19 | Petco Park |
| 8 | 26049 | St. Louis Cardinals | 1 | 8 | 5 | 1 | 223.2 | Night Game, on grass | Pittsburgh Pirates | 2 | 12 | 6 | 19 | PNC Park |
| 9 | 10478 | Chicago White Sox | 0 | 11 | 5 | 1 | 224.8 | Night Game, on grass | Oakland Athletics | 0 | 10 | 4 | 19 | Oakland-Alameda County Coliseum |
| attendance | away_team | away_team_errors | away_team_hits | away_team_runs | date | game_duration | game_type | home_team | home_team_errors | home_team_hits | home_team_runs | start_time | venue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2450 | 43683 | Philadelphia Phillies | 2 | 6 | 2 | 0 | 209.6 | Day Game, on grass | Cincinnati Reds | 0 | 6 | 6 | 16 | Great American Ball Park |
| 2451 | 45785 | Minnesota Twins | 0 | 7 | 2 | 0 | 196.8 | Day Game, on grass | Baltimore Orioles | 0 | 10 | 3 | 16 | Oriole Park at Camden Yards |
| 2452 | 48282 | Washington Nationals | 0 | 8 | 4 | 0 | 216.8 | Day Game, on grass | Atlanta Braves | 2 | 4 | 3 | 16 | Turner Field |
| 2453 | 48165 | Colorado Rockies | 0 | 15 | 10 | 0 | 257.6 | Night Game, on grass | Arizona Diamondbacks | 0 | 12 | 5 | 18 | Chase Field |
| 2454 | 44020 | Chicago Cubs | 0 | 11 | 9 | 0 | 192.8 | Night Game, on grass | Los Angeles Angels of Anaheim | 1 | 3 | 0 | 19 | Angel Stadium of Anaheim |
| 2455 | 31042 | Toronto Blue Jays | 2 | 7 | 5 | 6 | 201.6 | Day Game, on turf | Tampa Bay Rays | 1 | 7 | 3 | 16 | Tropicana Field |
| 2456 | 39500 | St. Louis Cardinals | 0 | 5 | 1 | 6 | 183.2 | Day Game, on grass | Pittsburgh Pirates | 1 | 9 | 4 | 13 | PNC Park |
| 2457 | 20098 | San Francisco Giants | 0 | 6 | 3 | 2 | 210.4 | Day Game, on grass | Milwaukee Brewers | 2 | 9 | 4 | 12 | Miller Park |
| 2458 | 17883 | Detroit Tigers | 0 | 13 | 7 | 2 | 215.2 | Day Game, on grass | Miami Marlins | 1 | 10 | 3 | 16 | Marlins Park |
| 2459 | 10298 | Boston Red Sox | 1 | 10 | 6 | 2 | 226.4 | Night Game, on grass | Cleveland Indians | 0 | 9 | 7 | 18 | Progressive Field |